Gelfand, A.E. (with D.K. Dey) 1990. Improved Estimation of a Patterned Covariance Matrix, Journal of Multivariate Analysis, Vol. 31, pp. 107-116.
Gelfand, A.E. (with S.R. Dalal) 1990. A note on Overdispersed Exponential Families, Biometrika 77, pp. 55-64.
Gelfand, A.E. (with B. Carlin) 1990. Approaches for Empirical Bayes Confidence Intervals, Journal Amer. Stat. Assoc. 85, pp. 105-114.
Gelfand, A.E. (with A.F.M. Smith) 1990. Sampling Based Approaches to Calculating Marginal Densities, Journal Amer. Stat. Assoc., 85, 398-409.
Gelfand, A.E. (with S. Hills, A. Racine-Poon and A.F.M. Smith) 1990. Illustration
of Bayesian Inference in
Gelfand, A.E. (with B. Carlin) 1990. A Sample Reuse Method for Accurate Parametric Empirical Bayes Confidence Intervals, Journal Royal Stat. Soc., Ser. B 53, 189-200.
Gelfand, A.E. (with D.K. Dey) 1990. On measuring Bayesian robustness of contaminated classes of priors. Statistics and Decisions 9, 63-80.
Gelfand, A.E. (with A.F.M. Smith) 1991. Gibbs sampling for marginal posterior expectations. Communications in Statistics, Theory and Methods, 20 (5 and 6), 1747-1766.
Gelfand, A.E. (with L. Kuo) 1991. Nonparametric Bayesian bioassay including ordered polytomous response. Biometrika, 78, 657-666.
Gelfand, A.E. (with B. Carlin) 1991. An iterative
Gelfand, A.E. (with J. Wakefield, A.F.M. Smith) 1992. Efficient computation of random variates via the ratio-of-uniforms method. Statistics and Computing, 1, 129-133.
Gelfand, A.E. (with B. Carlin, A.F.M. Smith) 1992. Hierarchical Bayesian analysis of change point problems. Applied Statistics, 41, 389-405.
Gelfand, A.E. (with B. Crabtree,
Gelfand, A.E. (with J. Glaz, L. Kuo, T-M. Lee) 1992. Inference for the maximum cell probability under multinomial sampling. Naval Research Logistics, 39, 97-114.
Gelfand, A.E. (with B. Carlin) 1992. Bayesian inference for hard problems using the Gibbs sampler. In: Computing Science and Statistics Interface 1990, eds. C. Page, R. LePage, Springer-Verlag, New York, 29-37.
Gelfand, A.E. (with A.F.M. Smith) 1992. Bayesian statistics without tears: a sampling-resampling perspective. American Statistician, 46, 84-88.
Gelfand, A.E. (with D. Dey, H.
Chang) 1992. Model determination using predictive distributions with
implementation via sampling based methods (with discussion). Bayesian
Statistics 4. Eds: J. Bernardo et al.
Gelfand, A.E. (with A.F.M. Smith, T-M. Lee) 1992. Bayesian analysis of constrained parameter and truncated data problems. Journal Amer. Stat. Assoc., 87, 523-532.
Gelfand, A.E. (with N. Lange, B. Carlin). 1992. Hierarchical Bayes models for the progression of HIV infection using longitudinal CD4+ counts (with discussion). Journal Amer. Stat. Assoc., 87, 615-632.
Gelfand, A.E. 1992. Discussion to "Constrained Monte Carlo maximum likelihood for dependent data", Journal Royal Statistical Society, B, 54, 690-691.
Gelfand, A.E. 1993. Discussion to the papers of Smith and Roberts, Besag and Green, and Gilks et al, J. Royal Statistical Society, B, 55, 70-71.
Gelfand, A.E. 1993. Discussion to "Inference from Iterative Simulation using Multiple Sequences" and "Practical Markov Chain Monte Carlo", Statistical Science 7, 486-487.
Gelfand, A.E. (with A. Racine-Poon, A.F.M. Smith. J. Wakefield) 1993. Bayesian analysis of population models using the Gibbs sampler, Applied Statistics (43, 201-221).
Gelfand, A.E. 1993. Discussion to "Approximate Bayesian Inference with the Weighted Likelihood Bootstrap", J. Royal Statistical Society B 56, 36-37.
Gelfand, A.E. (with B. Carlin) 1993. Maximum likelihood estimation for constrained or missing data models, Canadian Journal of Statistics 21, 303-311.
Gelfand, A.E. (with B. Carlin) 1993. Parametric likelihood inference for record breaking problems, Biometrika 80, 507-515.
Gelfand, A.E. (with C. Yiannoutsos)
1993. Subgraph approximations for large
directed graphical models, Statistical Decision Theory & Related Topics
V, Eds. J. Berger and S. Gupta,
Gelfand, A.E. (with D. Dey) 1994. Bayesian model choice: asymptotic and exact calculations, Journal Royal Statistical Society B 56, 501-514.
Gelfand, A.E. (with B. Mallick) 1994. Generalized linear models with unknown link function, Biometrika 81, 237-245.
Gelfand, A.E. (with J. Pai,
Gelfand, A.E. (with B. Mallick) 1995. Discussion to "Assessment and Propagation of Model Uncertainty", J. Royal Stat. Soc. B 57, 82-83.
Gelfand, A.E. (with
Gelfand, A.E. (with B. Mallick, D. Dey) 1995. Modeling expert opinion: likelihoods under incomplete probabilistic specification. J. Amer Statist. Assoc. 90, 598-604.
Gelfand, A.E. (with B. Mallick) 1995. Bayesian analysis of semiparametric proportional hazards models. Biometrics, 51, 843-852 .
Gelfand, A.E. 1995. Model Determination Using Sampling-Based Methods, In: Markov Chain Monte Carlo In Practice, Eds. W. Gilks, S. Richardson and D. Spiegelhalter, Chapman Hall, London, 145-161.
Gelfand, A.E. (with B.P. Carlin) 1995. Comment on "Bayesian Computation and Stochastic Systems". Statistical Science 10, 43-46.
Gelfand, A.E. (with
Gelfand, A.E. (with J. Marriott,
Gelfand, A.E. (with
Gelfand, A.E. 1996. Discussion to "Empirical methods for combining likelihoods", J. Amer. Statist. Assoc., 91, 551-552.
Gelfand, A.E. (with B. Mallick) 1996. Semiparametric Errors in Variables Models; A Bayesian Approach. J. Stat. Planning and Inference, 52, 307-321.
Gelfand, A.E. (with J. Sfiridis) 1996. Bayesian Analysis of Financial Event Study Data. Advances in Econometrics, 11, 25-62.
Gelfand, A.E. (with
Gelfand, A.E. (with P. Vlachos) 1996. Issues in Bayesian Clinical Trial Design for Categorical Endpoint Models, In: Proceedings of the Biometrics Section, 1995 ASA Meeting.
Gelfand, A.E. 1997. Gibbs Sampling, In: Encyclopedia of Statistical
Sciences (update), Eds. J. Kotz, C. Read, D.
Banks, J. Wiley and Sons,
Gelfand, A.E. (with
Gelfand, A.E. (with L. Waller, B.P. Carlin and H. Xia) 1997. Hierarchical Spatio-temporal Mapping of Disease Rates. J. Amer. Statist. Assoc., 92, 607-617.
Gelfand, A.E. (with B.K. Mallick
and
Gelfand, A.E. (with M.D. Ecker) 1997. Bayesian Variogram Modeling for an Isotropic Spatial Process. Journal of Agricultural, Biological and Environmental Statistics 2, 347-369.
Gelfand, A.E. (with D. Dey, F. Peng) 1997. Overdispersed Generalized Linear Models. Journal of Statistical Planning and Inference 64, 93-107.
Gelfand, A.E. (with S.K. Ghosh) 1998. Model Choice: A Minimum Posterior Predictive Loss Approach. Biometrika 85, 1-11.
Gelfand, A.E. (with S.K. Ghosh, J. Knight and C.F. Sirmans) 1998. Spatio-temporal modeling of residential sales markets, J. Business & Economic Stat. 16, 312-321.
Gelfand, A.E. (with S.K. Ghosh) 1998. A Latent Risk Approach for Modeling Individual Level Data Consisting of Multiple Event Times. Journal of Statistical Research 32, 23-39.
Gelfand, A.E. (with S.K. Ghosh, J. Knight and C.F. Sirmans) 1998. Analyzing Real Estate Data Problems Using the Gibbs Sampler. Real Estate Economics 26, 469-492.
Gelfand, A.E. (with S.K. Ghosh) 1998. Latent Waiting Time Models for Bivariate Event Times with Censoring. Sankhya B 60, 31-47.
Gelfand, A.E. (with B.P. Carlin and J.B. Kadane) 1998. Approaches for Optimal Sequential Decision Analysis in Clinical Trials. Biometrics 54, 964-975.
Gelfand, A.E. (with P.K. Vlachos) 1998. Nonparametric Bayesian Group Sequential Design. In: Practical Nonparametric and Semiparametric Bayesian Statistics, Eds: D. Dey, P. Mueller and D. Sinha, Springer Verlag Lecture Notes 133. 115-132.
Gelfand, A.E. (with D. Dey, T. Swartz and P. Vlachos) 1998. Simulation Based Model Checking for Hierarchical Models., Test 7, 325-346.
Gelfand, A.E. 1998. Approaches to Semiparametric
Bayesian Regression. In Asymptotics, Nonparametrics and Time Series, Editor: Subir Ghosh. Marcel Dekker, Inc.,
Gelfand, A.E. (with M.D. Ecker) 1999. Modeling and Inference for Geometrically Anisotropic Spatial Data. Mathematical Geology 31, 67-83.
Gelfand A.E. (with
Gelfand, A.E. (with M. Ghosh) 2000. Generalized
Linear Models: A Bayesian View In: Generalized Linear Models: A Bayesian
Perspective, Eds: D.K. Dey,
M. Ghosh and
Gelfand, A.E. (with
Gelfand, A.E. (with F. Wang) 2000. Modeling the Cumulative Risk for a False Positive Under Repeated Screening Events. Statistics In Medicine 19,1865-1879.
Gelfand, A.E. (with S.K. Ghosh, C. Christiansen, S.B. Soumerai and T.J. McLaughlin) 2000. Proportional Hazards Models: A Latent Risks Approach. Applied Statistics 49,385-397.
Gelfand, A.E. (With M.D. Ecker, C. Christiansen, S.B. Soumerai and T.J. McLaughlin) 2000. Conditional Categorical Response Models with Application to Treatment Compliance for and Survival of AMI Patients. Applied Statistics 49,171-186.
Gelfand, A.E. (with A.Mugglin and B.P. Carlin) 2000. Fully Model Based Approaches for Misaligned Spatial Data. Journal American Statistical Association 95,877-887.
Gelfand, A.E. (with P. Vounatsou and T. Smith) 2000. Modeling of Multinomial data with latent structure: application to geographical mapping of human gene and haplotype frequencies. Biostatistics 177-189.
Gelfand, A.E. 2000 Gibbs Sampling. Journal of the American Statistical Association,95,1300-1304. (Reprinted in Statistics In the 21st Century, Edited by A.E. Raftery, M.A. Tanner and M.T. Wells, Chapman and Hall/CRC 2001, 341-350).
Gelfand, A.E. 2000 (with C.L. Christiansen, F. Wang, M.B. Barton, W. Kreuter, J.G. Elmore and S.W. Fletcher) Predicting the Cumulative Risk of False Positive Mammograms. Journal National Cancer Institute,92,1657-1666.
Gelfand, A.E. 2000. Discussion to "Bayesian Backfitting". Statistical Science 15,217-218.
Gelfand, A.E. (with S. Banerjee and
Gelfand, A.E. (with A. Kottas).2001,Nonparametric Bayesian Modeling for Stochastic Order.Annals of the
Gelfand, A.E. (with B.P. Carlin and M. Trevisani) 2001,On Computation using Gibbs Sampling for Multilevel Models.Statistica Sinica 11, 981-1003.
Gelfand, A.E. (with L.Zhu and B.P. Carlin) 2001,On The Change of Support Problem for Spatio-Temporal Data,Biostatistics 2, 31-45.
Gelfand, A.E. (with B.P. Carlin and L. Zhu) 2001. Accommodating Scale Misalignment In Spatio-Temporal Data In: Bayesian Methods with Applications to Science, Policy and Official Statistics, p. 81-90.
Gelfand, A.E. (2001) Gibbs Sampling In: Statistics In
the 21st Century. Eds: A.E. Raftery, M.A. Tanner, M.T. Wells, Chapman Hall/CRC,
Gelfand, A.E. (with A. Kottas)2001, Bayesian Semiparametric Median Regression Modeling.Journal of American Statistics Association 96, 1458-1468. [JCGS Special paper]
Gelfand, A.E. (with A. Kottas) 2001. Modeling Variability Order: A Semiparametric Bayesian Approach. Methodology and Computing In Applied Probability. 3, 427-442.
Gelfand, A.E. (with A. Kottas)2002, A Computional Approach for Full Nonparametric Bayesian Inference in Single and Multiple Sample Problems.Journal of Computional and Graphical Statistics 11, 289-305. [JCGS Special paper].
Gelfand, A.E. (with D. Agarwal and J. Silander) 2002, Investigating Tropical Deforestation Using Two Stage Spatialy Misaligned Regression Models.Journal of Agriculture,Biological and Environmental Statistics 7, 420-439.
Gelfand, A.E. (with Carlin, B.P., Mugglin, A.S., and Zhu, L.) 2002. Modeling spatio-temporally misaligned areal and point process environmental data.In:Quantative Methods for Current Environmental Issues.Eds: C. Anderson, et. al. London, Springer Verlag 3-35.
Gelfand, A.E. 2002.Bayesian Computation, Encyclopedia of Environmetrics. Eds: A.H. El-Shaarawi and W.W. Piegorsch, Vol. 1 p. 150-151.
Gelfand, A.E. 2002.Bayesian Methods and Modeling, Encyclopedia of Enviromentrics.Eds: A.H. El-Shaarawi and W. W. Piegorsch, Vol. 1, P. 155-160.
Gelfand, A.E. (with
Gelfand, A.E. (with D.Agarwal and S.Pousty) 2002, Zero-Inflated Regression Models for Spatial Count Data,Environmental and Ecological Statistics ; 9, 341-355.
Gelfand, A.E. (with M. Branco and A. Kottas) 2002, Nonparametric Bayesian modeling approach for Cytogenetic Dosimetry. Biometrics; 58, 593-600.
Gelfand, A.E. (with F. Wang) 2002. A Simulation Based Approach to Sample Size Determination under a Given Model and for Separating Models. Statistical Science193-208.
Gelfand, A.E. (with M. Trevisani) 2002. Discussion to “Bayesian Measures of Model Complexity and Fit”. Journal of the Royal Statistical Society, B., 631.
Gelfand, A.E. (with M. Haran, B.P. Carlin, J.L. Adgate, G. Ramchandran and
Gelfand, A.E. (with J.M. Clapp,H-J Kim) 2002. Spatial Prediction of House Prices Using LPR and Bayesian Smoothing.Real Estate Economics30.
Gelfand, A.E. (with J. Sfiridis) 2002. A Survey of Sampling-based Bayesian Analysis for Financial Data. Applied Mathematical Finance 9, 273-290.
Gelfand, A.E. (with P. Vounatsou) 2002. Proper Multivariate Conditional Autoregressive Models for Spatial Data Analysis.Biostatistics 4, 11-25.
Gelfand, A.E. 2003 Discussion to “Noncentral Parameterizations for Hierarchical Models and Data Augmentation” In Bayesian Statistics 7, Eds: J. Bernardo, et al.
Gelfand, A.E. 2003 Some comments on model
criticism. In: Highly Structured Stochastic Systems. Eds:
P.J. Green, N.L. Hjort and S. Richardson,
Gelfand, A.E. (with M.D. Ecker) 2003. Spatial Modeling and Prediction Under Range Anisotropy. Environmental and Ecological Statistics. 10, 165-178.
Gelfand, A.E. (with P. Vlachos) 2003.On the Calibration of Bayesian Model Choice Criteria. Journal of Statistical Planning and Inference111,223-234.
Gelfand, A.E.(with P. Vounatsou and T.Smith) 2003.Spatial modeling of gene frequencies in the presence of undetectable alleles.Journal of Applied Statistics 30, 49-62.
Gelfand, A.E. (with A.M. Schmidt) 2003.A Bayesian Coregionalization Approach for Multivariate Pollutant Data, Journal of Geophysical Research - Atmosphere 108, D24, 8783
Gelfand, A.E. (with
Gelfand, A.E. (with R. Fu, K. Holsinger) 2003. Exact Moment Calculations for Genetic Models, Journal of Theoretical Population Biology 63, 231-243.
Gelfand A.E. (with L. Zhu, and B.P. Carlin) (2003).Hierarchical Regression with Misaligned Spatio Temporal Data: Relating ambient ozone and pediatric asthma ER visits in Atlanta.Envirometrics 14, 537-557.
Gelfand A.E. (with H-.J. Kim, C.F. Sirmans and S. Banerjee) 2003. Spatial Modeling with Spatially Varying Coefficient Processes. Journal ofthe American Statistical Association 98, 387-396.
Gelfand, A.E. (with
Gelfand, A. E. (with A. Kottas) 2003. Bayesian Semiparametric Regression for Median Residual Life. Scandinavian Journal of Statistics 30, 651-665.
Gelfand, A.E. (with M. Trevisani) 2003. Inequalities Between Expected Marginal Log Likelihoods with Implications for Likelihood-based Model Comparison. Canadian Journal of Statistics 31,239-250.
Gelfand, A.E. (with M.D. Ecker, J.R. Knight and C.F. Sirmans) 2004. The Dynamics of Location In Home Price.Journal of Real Estate and Financial Economics 29, 149-166.
Gelfand, A.E. (with S. Banerjee, J.R. Knight and C.F. Sirmans) 2004.Nonstationary Spatial Modeling through Normalized Distance-Weighted Sums of Stationary Processes.Journal of Business and Economic Statistics 22,206-213.
Gelfand, A.E. (with A.M. Latimer, J.A. Silander, Jr., A.G. Rebelo and D.M. Richardson) 2004. Quantifying threats to biodiversity from invasive alien plants and other factors:a case study from the Cape Floristic Region. South African Journal of Science, 100, 81-86.
Gelfand, A.E. 2004. Discussion to: Statistical Research: Some Advice for Beginners, The American Statistician 58, 197-199.
Gelfand, A.E. (with A. Majumdar,
and
Gelfand, A.E. (with A.M. Schmidt,
Gelfand, A.E. (with J.A. Silander, Jr., S. Wu, A. Latimer, P.O. Lewis, A.G. Rebelo and M. Holder) 2005. Explaining Species Distribution Patterns Through Hierarchical Modeling, Bayesian Analysis 1,1,41-92.
Gelfand, A.E. (with A.M. Schmidt,
Gelfand, A.E. (with
Gelfand, A.E. (with D. Agarwal) 2005. Slice Gibbs Sampling for Simulation Based Fitting of Spatial Models. Statistics and Computing 15,61-69.
Gelfand, A.E. (with J. Valenti, S.Wu, and C.F.Sirmans)2005. Apartment Rent Predictions Using Spatial Modeling. Journal of Real Estate Research 27, 1, 105-136.
Gelfand, A.E. (with D. Agarwal, J. Silander, J. Mickelson and R. Dewar) 2005. Relating Tropical Deforestation and Population Pressure through Spatially Explicit Misaligned Bivariate Regression Models. 2005 Ecological Modelling 185, 105-131.
Gelfand, A.E. (with M. Short and B.P. Carlin) 2005. Covariate-adjusted Spatial CDF’s for Air Pollutant Data. Journal of Agricultural, Biological and Environmental Statistics 10, 259-275.
Gelfand, A.E. (with A. Kottas and S.N. Mac Eachern) 2005. Bayesian Nonparametric Spatial Modeling with Dirichlet Process Mixing. Journal of the American Statistical Association100, 1021-1035.
Gelfand, A.E. (with
Gelfand, A.E.(with P.Paliwal, L. Abraham, W.Barlow and J.Elmore)2005. Chronological Event Modeling For Screening Mammography. Statistics in Medicine 24
Gelfand, A.E. (with
Gelfand, A.E. (with A. Majumdar,
H. Munneke,
Gelfand, A.E. (with A. Latimer,
Gelfand, A.E. (with P. Paliwal) 2006. Estimating Measures of Diagnostic Accuracy when some covariate information is missing. Statistics in Medicine, 25, 2981-2993 .
Gelfand, A.E. (with G. Xia and M. L. Miranda) 2006. Approximately Optimal Spatial Design Approaches for Environmental Health Data. Environmetrics, 17, 363-385
Gelfand, A.E. (with
Gelfand, A.E. (with J. Barber and J.A. Silander) 2006. Modeling Map Positional Error to infer about True Feature Location. Canadian Journal of Statistics, 34, 4
Gelfand, A.E. (with M. Guindani) 2006. Smoothness Properties and Gradient Analysis under Spatial Dirichlet Process Models, Models and Computing in Applied Probability, 8, 159-189
Gelfand, A.E. (with J.S. Clark) 2006. The emergence of integrated hierarchical models in ecology, Trends in Ecology and Evolution (forthcoming)
Gelfand, A.E. (with D.B. Woodard, W.E. Barlow, and J. G. Elmore) 2007. Performance Assessment for Radiologists Interpreting Screening Mammography, Statistics and Medicine (forthcoming)
Gelfand, A.E. (with A. Majumdar) 2007. Multivariate Spatial Process Modeling Using Convolved Covariance Functions, Mathematical Geology (to appear)
Gelfand, A.E. (with M. Guindani
and
Gelfand, A.E. (with J. Barber) 2007. Hierarchical Spatial Modeling for Estimation of Population Size. Environmental and Ecological Statistics (forthcoming) .
Gelfand, A.E. (with
Gelfand, A.E. (with S.K. Sahu and D.M. Holland) 2007. High-Resolution Space-time Ozone Modeling for Assessing Trends, Journal of the American Statistical Association (forthcoming)
Gelfand, A.E, (with